from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def prophetic_oracle(word: str, lucky_number: int) -> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """Reveals a mystical prophecy and fetches a real-time search result.  
    Args:
        word: A keyword that unlocks fate.  
        lucky_number: A number that tilts destiny.  
    Returns:
        A fortune and a live web search link.  
    """

    messages = [
        "The universe conspires in your favor.",
        "A secret truth will soon unfold.",
        "Beware of doors that open too easily.",
        "Your energy attracts hidden opportunities.",
        "A path once lost will be found again.",
        "In the unseen, answers await."
    ]

    seed = sum(ord(c) for c in word) + lucky_number
    fortune = messages[seed % len(messages)]
    
    # Perform a real-time web search
    search_tool = DuckDuckGoSearchTool()
    search_result = search_tool.search(word)

    return f"🔮 Fortune Code {seed}: {fortune}\n🌐 Relevant insight: {search_result}"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"


final_answer = FinalAnswerTool()

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, get_current_time_in_timezone, prophetic_oracle],  ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()